Pandas Profiling Report

Dataset statistics

Number of variables	52
Number of observations	110393
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	14623
Duplicate rows (%)	13.2%
Total size in memory	43.8 MiB
Average record size in memory	416.0 B

Variable types

Numeric	7
Categorical	45

Alerts

Dataset has 14623 (13.2%) duplicate rows	Duplicates
`horizontal_distance_to_hydrology` is highly correlated with `Vertical_Distance_To_Hydrology`	High correlation
`Vertical_Distance_To_Hydrology` is highly correlated with `horizontal_distance_to_hydrology`	High correlation
`wilderness_area1` is highly correlated with `wilderness_area3` and 1 other fields	High correlation
`wilderness_area3` is highly correlated with `wilderness_area1`	High correlation
`soil_type_29` is highly correlated with `wilderness_area1`	High correlation
`elevation` is highly correlated with `wilderness_area4`	High correlation
`horizontal_distance_to_hydrology` is highly correlated with `Vertical_Distance_To_Hydrology`	High correlation
`Vertical_Distance_To_Hydrology` is highly correlated with `horizontal_distance_to_hydrology`	High correlation
`wilderness_area1` is highly correlated with `wilderness_area3` and 1 other fields	High correlation
`wilderness_area3` is highly correlated with `wilderness_area1`	High correlation
`wilderness_area4` is highly correlated with `elevation`	High correlation
`soil_type_29` is highly correlated with `wilderness_area1`	High correlation
`wilderness_area1` is highly correlated with `wilderness_area3` and 1 other fields	High correlation
`wilderness_area3` is highly correlated with `wilderness_area1`	High correlation
`soil_type_29` is highly correlated with `wilderness_area1`	High correlation
`wilderness_area4` is highly correlated with `class`	High correlation
`wilderness_area3` is highly correlated with `wilderness_area1`	High correlation
`wilderness_area1` is highly correlated with `wilderness_area3` and 1 other fields	High correlation
`soil_type_29` is highly correlated with `wilderness_area1`	High correlation
`class` is highly correlated with `wilderness_area4`	High correlation
`elevation` is highly correlated with `Horizontal_Distance_To_Roadways` and 4 other fields	High correlation
`horizontal_distance_to_hydrology` is highly correlated with `Vertical_Distance_To_Hydrology`	High correlation
`Vertical_Distance_To_Hydrology` is highly correlated with `horizontal_distance_to_hydrology`	High correlation
`Horizontal_Distance_To_Roadways` is highly correlated with `elevation` and 2 other fields	High correlation
`wilderness_area1` is highly correlated with `Horizontal_Distance_To_Roadways` and 2 other fields	High correlation
`wilderness_area3` is highly correlated with `Horizontal_Distance_To_Roadways` and 2 other fields	High correlation
`wilderness_area4` is highly correlated with `elevation` and 3 other fields	High correlation
`soil_type_6` is highly correlated with `wilderness_area4`	High correlation
`soil_type_10` is highly correlated with `elevation` and 1 other fields	High correlation
`soil_type_29` is highly correlated with `wilderness_area1` and 1 other fields	High correlation
`soil_type_40` is highly correlated with `elevation`	High correlation
`class` is highly correlated with `elevation` and 1 other fields	High correlation
`horizontal_distance_to_hydrology` has 4631 (4.2%) zeros	Zeros
`Vertical_Distance_To_Hydrology` has 7308 (6.6%) zeros	Zeros

Reproduction

Analysis started	2022-05-09 08:54:11.496192
Analysis finished	2022-05-09 08:56:36.998988
Duration	2 minutes and 25.5 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

elevation
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	1769
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2957.980941

Minimum	1871
Maximum	3850
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	862.6 KiB

Quantile statistics

Minimum	1871
5-th percentile	2405
Q1	2808
median	2995
Q3	3162
95-th percentile	3335
Maximum	3850
Range	1979
Interquartile range (IQR)	354

Descriptive statistics

Standard deviation	280.1726811
Coefficient of variation (CV)	0.09471754102
Kurtosis	0.7377532562
Mean	2957.980941
Median Absolute Deviation (MAD)	175
Skewness	-0.818958447
Sum	326540390
Variance	78496.73123
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2975	332	0.3%
2965	330	0.3%
2978	328	0.3%
2968	327	0.3%
2962	323	0.3%
2998	319	0.3%
2952	314	0.3%
2995	312	0.3%
2988	311	0.3%
2959	310	0.3%
Other values (1759)	107187	97.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1871	1	< 0.1%
1874	1	< 0.1%
1876	1	< 0.1%
1880	2	< 0.1%
1883	3	< 0.1%
1885	1	< 0.1%
1887	1	< 0.1%
1888	1	< 0.1%
1891	2	< 0.1%
1894	1	< 0.1%

Value	Count	Frequency (%)
3850	1	< 0.1%
3849	2	< 0.1%
3846	3	< 0.1%
3845	1	< 0.1%
3844	1	< 0.1%
3842	2	< 0.1%
3839	1	< 0.1%
3837	1	< 0.1%
3832	1	< 0.1%
3828	1	< 0.1%

aspect
Real number (ℝ_≥0)

Distinct	361
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	155.3881768

Minimum	0
Maximum	360
Zeros	951
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	862.6 KiB

Quantile statistics

Minimum	0
5-th percentile	12
Q1	58
median	127
Q3	259
95-th percentile	344
Maximum	360
Range	360
Interquartile range (IQR)	201

Descriptive statistics

Standard deviation	111.7553172
Coefficient of variation (CV)	0.7192009039
Kurtosis	-1.21189034
Mean	155.3881768
Median Absolute Deviation (MAD)	85
Skewness	0.4085339239
Sum	17153767
Variance	12489.25092
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	1263	1.1%
0	951	0.9%
90	833	0.8%
135	744	0.7%
72	677	0.6%
315	659	0.6%
18	639	0.6%
63	634	0.6%
27	627	0.6%
108	600	0.5%
Other values (351)	102766	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	951	0.9%
1	313	0.3%
2	373	0.3%
3	375	0.3%
4	433	0.4%
5	367	0.3%
6	393	0.4%
7	419	0.4%
8	445	0.4%
9	460	0.4%

Value	Count	Frequency (%)
360	5	< 0.1%
359	258	0.2%
358	336	0.3%
357	393	0.4%
356	403	0.4%
355	363	0.3%
354	403	0.4%
353	357	0.3%
352	370	0.3%
351	421	0.4%

slope
Real number (ℝ_≥0)

Distinct	57
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.09516908

Minimum	0
Maximum	65
Zeros	125
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	862.6 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	9
median	13
Q3	18
95-th percentile	28
Maximum	65
Range	65
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	7.471290895
Coefficient of variation (CV)	0.5300603954
Kurtosis	0.5531289377
Mean	14.09516908
Median Absolute Deviation (MAD)	5
Skewness	0.7850979096
Sum	1556008
Variance	55.82018764
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	6447	5.8%
12	6371	5.8%
11	6316	5.7%
13	6176	5.6%
9	6048	5.5%
14	5814	5.3%
8	5680	5.1%
15	5590	5.1%
7	5035	4.6%
16	4975	4.5%
Other values (47)	51941	47.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	125	0.1%
1	646	0.6%
2	1469	1.3%
3	2151	1.9%
4	3123	2.8%
5	4055	3.7%
6	4718	4.3%
7	5035	4.6%
8	5680	5.1%
9	6048	5.5%

Value	Count	Frequency (%)
65	1	< 0.1%
60	2	< 0.1%
57	1	< 0.1%
56	2	< 0.1%
52	1	< 0.1%
51	2	< 0.1%
50	3	< 0.1%
49	7	< 0.1%
48	8	< 0.1%
47	1	< 0.1%

horizontal_distance_to_hydrology
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	487
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	269.7807923

Minimum	0
Maximum	1361
Zeros	4631
Zeros (%)	4.2%
Negative	0
Negative (%)	0.0%
Memory size	862.6 KiB

Quantile statistics

Minimum	0
5-th percentile	30
Q1	108
median	218
Q3	390
95-th percentile	684
Maximum	1361
Range	1361
Interquartile range (IQR)	282

Descriptive statistics

Standard deviation	212.2580009
Coefficient of variation (CV)	0.7867795151
Kurtosis	1.316420545
Mean	269.7807923
Median Absolute Deviation (MAD)	133
Skewness	1.126251265
Sum	29781911
Variance	45053.45895
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	6682	6.1%
0	4631	4.2%
150	3770	3.4%
60	3576	3.2%
67	2812	2.5%
42	2712	2.5%
108	2665	2.4%
85	2645	2.4%
90	2175	2.0%
120	1983	1.8%
Other values (477)	76742	69.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4631	4.2%
30	6682	6.1%
42	2712	2.5%
60	3576	3.2%
67	2812	2.5%
85	2645	2.4%
90	2175	2.0%
95	1746	1.6%
108	2665	2.4%
120	1983	1.8%

Value	Count	Frequency (%)
1361	1	< 0.1%
1356	1	< 0.1%
1343	2	< 0.1%
1328	1	< 0.1%
1321	1	< 0.1%
1319	1	< 0.1%
1317	1	< 0.1%
1310	1	< 0.1%
1302	1	< 0.1%
1301	2	< 0.1%

Vertical_Distance_To_Hydrology
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	562
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.55246257

Minimum	-173
Maximum	590
Zeros	7308
Zeros (%)	6.6%
Negative	10353
Negative (%)	9.4%
Memory size	862.6 KiB

Quantile statistics

Minimum	-173
5-th percentile	-8
Q1	7
median	30
Q3	69
95-th percentile	165
Maximum	590
Range	763
Interquartile range (IQR)	62

Descriptive statistics

Standard deviation	58.07499462
Coefficient of variation (CV)	1.247517133
Kurtosis	4.837872641
Mean	46.55246257
Median Absolute Deviation (MAD)	27
Skewness	1.737085245
Sum	5139066
Variance	3372.705
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7308	6.6%
3	1807	1.6%
6	1663	1.5%
10	1655	1.5%
7	1652	1.5%
4	1601	1.5%
13	1554	1.4%
5	1447	1.3%
16	1410	1.3%
9	1405	1.3%
Other values (552)	88891	80.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-173	2	< 0.1%
-157	2	< 0.1%
-154	1	< 0.1%
-152	1	< 0.1%
-147	3	< 0.1%
-145	2	< 0.1%
-144	2	< 0.1%
-143	2	< 0.1%
-141	1	< 0.1%
-139	1	< 0.1%

Value	Count	Frequency (%)
590	1	< 0.1%
585	1	< 0.1%
582	3	< 0.1%
576	1	< 0.1%
574	2	< 0.1%
568	1	< 0.1%
552	1	< 0.1%
531	1	< 0.1%
527	1	< 0.1%
526	1	< 0.1%

Horizontal_Distance_To_Roadways
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	5343
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2346.012483

Minimum	0
Maximum	7087
Zeros	22
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	862.6 KiB

Quantile statistics

Minimum	0
5-th percentile	379
Q1	1104
median	1991
Q3	3326
95-th percentile	5476
Maximum	7087
Range	7087
Interquartile range (IQR)	2222

Descriptive statistics

Standard deviation	1558.386209
Coefficient of variation (CV)	0.664270212
Kurtosis	-0.3815074
Mean	2346.012483
Median Absolute Deviation (MAD)	1036
Skewness	0.7167263295
Sum	258983356
Variance	2428567.577
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
150	285	0.3%
618	198	0.2%
990	187	0.2%
1020	175	0.2%
997	174	0.2%
750	169	0.2%
1530	169	0.2%
900	163	0.1%
1050	162	0.1%
1410	159	0.1%
Other values (5333)	108552	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	< 0.1%
30	53	< 0.1%
42	29	< 0.1%
60	47	< 0.1%
67	66	0.1%
85	72	0.1%
90	71	0.1%
95	68	0.1%
108	124	0.1%
120	110	0.1%

Value	Count	Frequency (%)
7087	1	< 0.1%
7044	1	< 0.1%
7039	1	< 0.1%
7013	2	< 0.1%
7002	1	< 0.1%
6998	2	< 0.1%
6993	2	< 0.1%
6973	2	< 0.1%
6966	1	< 0.1%
6954	2	< 0.1%

Horizontal_Distance_To_Fire_Points
Real number (ℝ_≥0)

Distinct	5276
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1979.227632

Minimum	0
Maximum	7142
Zeros	6
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	862.6 KiB

Quantile statistics

Minimum	0
5-th percentile	417
Q1	1022
median	1710
Q3	2553
95-th percentile	4945
Maximum	7142
Range	7142
Interquartile range (IQR)	1531

Descriptive statistics

Standard deviation	1322.611941
Coefficient of variation (CV)	0.6682465015
Kurtosis	1.633616279
Mean	1979.227632
Median Absolute Deviation (MAD)	753
Skewness	1.284940884
Sum	218492876
Variance	1749302.346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
618	238	0.2%
607	219	0.2%
541	205	0.2%
765	201	0.2%
990	193	0.2%
700	191	0.2%
1142	189	0.2%
942	186	0.2%
960	183	0.2%
752	180	0.2%
Other values (5266)	108408	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	< 0.1%
30	41	< 0.1%
42	43	< 0.1%
60	48	< 0.1%
67	86	0.1%
85	35	< 0.1%
90	39	< 0.1%
95	89	0.1%
108	62	0.1%
120	42	< 0.1%

Value	Count	Frequency (%)
7142	1	< 0.1%
7117	1	< 0.1%
7111	1	< 0.1%
7110	2	< 0.1%
7095	1	< 0.1%
7091	1	< 0.1%
7082	2	< 0.1%
7081	1	< 0.1%
7075	1	< 0.1%
7065	1	< 0.1%

wilderness_area1
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	61052
1	49341

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	61052	55.3%
1	49341	44.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	61052	55.3%
1	49341	44.7%

Most occurring characters

Value	Count	Frequency (%)
0	61052	55.3%
1	49341	44.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	61052	55.3%
1	49341	44.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	61052	55.3%
1	49341	44.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	61052	55.3%
1	49341	44.7%

wilderness_area2
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	104711
1	5682

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	104711	94.9%
1	5682	5.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	104711	94.9%
1	5682	5.1%

Most occurring characters

Value	Count	Frequency (%)
0	104711	94.9%
1	5682	5.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	104711	94.9%
1	5682	5.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	104711	94.9%
1	5682	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	104711	94.9%
1	5682	5.1%

wilderness_area3
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	62160
1	48233

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	62160	56.3%
1	48233	43.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	62160	56.3%
1	48233	43.7%

Most occurring characters

Value	Count	Frequency (%)
0	62160	56.3%
1	48233	43.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	62160	56.3%
1	48233	43.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	62160	56.3%
1	48233	43.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	62160	56.3%
1	48233	43.7%

wilderness_area4
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	103256
1	7137

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	103256	93.5%
1	7137	6.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	103256	93.5%
1	7137	6.5%

Most occurring characters

Value	Count	Frequency (%)
0	103256	93.5%
1	7137	6.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	103256	93.5%
1	7137	6.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	103256	93.5%
1	7137	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	103256	93.5%
1	7137	6.5%

soil_type_1
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	109788
1	605

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	109788	99.5%
1	605	0.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	109788	99.5%
1	605	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	109788	99.5%
1	605	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	109788	99.5%
1	605	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	109788	99.5%
1	605	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	109788	99.5%
1	605	0.5%

soil_type_2
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	108925
1	1468

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	108925	98.7%
1	1468	1.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	108925	98.7%
1	1468	1.3%

Most occurring characters

Value	Count	Frequency (%)
0	108925	98.7%
1	1468	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	108925	98.7%
1	1468	1.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	108925	98.7%
1	1468	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	108925	98.7%
1	1468	1.3%

soil_type_3
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	109525
1	868

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	109525	99.2%
1	868	0.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	109525	99.2%
1	868	0.8%

Most occurring characters

Value	Count	Frequency (%)
0	109525	99.2%
1	868	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	109525	99.2%
1	868	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	109525	99.2%
1	868	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	109525	99.2%
1	868	0.8%

soil_type_4
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	108095
1	2298

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	108095	97.9%
1	2298	2.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	108095	97.9%
1	2298	2.1%

Most occurring characters

Value	Count	Frequency (%)
0	108095	97.9%
1	2298	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	108095	97.9%
1	2298	2.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	108095	97.9%
1	2298	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	108095	97.9%
1	2298	2.1%

soil_type_5
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110098
1	295

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110098	99.7%
1	295	0.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110098	99.7%
1	295	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	110098	99.7%
1	295	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110098	99.7%
1	295	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110098	99.7%
1	295	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110098	99.7%
1	295	0.3%

soil_type_6
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	109130
1	1263

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	109130	98.9%
1	1263	1.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	109130	98.9%
1	1263	1.1%

Most occurring characters

Value	Count	Frequency (%)
0	109130	98.9%
1	1263	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	109130	98.9%
1	1263	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	109130	98.9%
1	1263	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	109130	98.9%
1	1263	1.1%

soil_type_7
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110379
1	14

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110379	> 99.9%
1	14	< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110379	> 99.9%
1	14	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	110379	> 99.9%
1	14	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110379	> 99.9%
1	14	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110379	> 99.9%
1	14	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110379	> 99.9%
1	14	< 0.1%

soil_type_8
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110358
1	35

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110358	> 99.9%
1	35	< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110358	> 99.9%
1	35	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	110358	> 99.9%
1	35	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110358	> 99.9%
1	35	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110358	> 99.9%
1	35	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110358	> 99.9%
1	35	< 0.1%

soil_type_9
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110166
1	227

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110166	99.8%
1	227	0.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110166	99.8%
1	227	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	110166	99.8%
1	227	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110166	99.8%
1	227	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110166	99.8%
1	227	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110166	99.8%
1	227	0.2%

soil_type_10
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	104096
1	6297

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	104096	94.3%
1	6297	5.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	104096	94.3%
1	6297	5.7%

Most occurring characters

Value	Count	Frequency (%)
0	104096	94.3%
1	6297	5.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	104096	94.3%
1	6297	5.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	104096	94.3%
1	6297	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	104096	94.3%
1	6297	5.7%

soil_type_11
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	107978
1	2415

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	107978	97.8%
1	2415	2.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	107978	97.8%
1	2415	2.2%

Most occurring characters

Value	Count	Frequency (%)
0	107978	97.8%
1	2415	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	107978	97.8%
1	2415	2.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	107978	97.8%
1	2415	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	107978	97.8%
1	2415	2.2%

soil_type_12
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	104801
1	5592

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	104801	94.9%
1	5592	5.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	104801	94.9%
1	5592	5.1%

Most occurring characters

Value	Count	Frequency (%)
0	104801	94.9%
1	5592	5.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	104801	94.9%
1	5592	5.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	104801	94.9%
1	5592	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	104801	94.9%
1	5592	5.1%

soil_type_13
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	107136
1	3257

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	107136	97.0%
1	3257	3.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	107136	97.0%
1	3257	3.0%

Most occurring characters

Value	Count	Frequency (%)
0	107136	97.0%
1	3257	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	107136	97.0%
1	3257	3.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	107136	97.0%
1	3257	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	107136	97.0%
1	3257	3.0%

soil_type_14
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110277
1	116

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110277	99.9%
1	116	0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110277	99.9%
1	116	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	110277	99.9%
1	116	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110277	99.9%
1	116	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110277	99.9%
1	116	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110277	99.9%
1	116	0.1%

soil_type_15
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110392
1	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110392	> 99.9%
1	1	< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110392	> 99.9%
1	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	110392	> 99.9%
1	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110392	> 99.9%
1	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110392	> 99.9%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110392	> 99.9%
1	1	< 0.1%

soil_type_16
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	109836
1	557

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	109836	99.5%
1	557	0.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	109836	99.5%
1	557	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	109836	99.5%
1	557	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	109836	99.5%
1	557	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	109836	99.5%
1	557	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	109836	99.5%
1	557	0.5%

soil_type_17
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	109769
1	624

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	109769	99.4%
1	624	0.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	109769	99.4%
1	624	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	109769	99.4%
1	624	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	109769	99.4%
1	624	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	109769	99.4%
1	624	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	109769	99.4%
1	624	0.6%

soil_type_18
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110047
1	346

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110047	99.7%
1	346	0.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110047	99.7%
1	346	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	110047	99.7%
1	346	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110047	99.7%
1	346	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110047	99.7%
1	346	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110047	99.7%
1	346	0.3%

soil_type_19
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	109659
1	734

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	109659	99.3%
1	734	0.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	109659	99.3%
1	734	0.7%

Most occurring characters

Value	Count	Frequency (%)
0	109659	99.3%
1	734	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	109659	99.3%
1	734	0.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	109659	99.3%
1	734	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	109659	99.3%
1	734	0.7%

soil_type_20
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	108604
1	1789

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	108604	98.4%
1	1789	1.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	108604	98.4%
1	1789	1.6%

Most occurring characters

Value	Count	Frequency (%)
0	108604	98.4%
1	1789	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	108604	98.4%
1	1789	1.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	108604	98.4%
1	1789	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	108604	98.4%
1	1789	1.6%

soil_type_21
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110243
1	150

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110243	99.9%
1	150	0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110243	99.9%
1	150	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	110243	99.9%
1	150	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110243	99.9%
1	150	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110243	99.9%
1	150	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110243	99.9%
1	150	0.1%

soil_type_22
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	104086
1	6307

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	104086	94.3%
1	6307	5.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	104086	94.3%
1	6307	5.7%

Most occurring characters

Value	Count	Frequency (%)
0	104086	94.3%
1	6307	5.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	104086	94.3%
1	6307	5.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	104086	94.3%
1	6307	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	104086	94.3%
1	6307	5.7%

soil_type_23
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	99476
1	10917

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	99476	90.1%
1	10917	9.9%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	99476	90.1%
1	10917	9.9%

Most occurring characters

Value	Count	Frequency (%)
0	99476	90.1%
1	10917	9.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	99476	90.1%
1	10917	9.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	99476	90.1%
1	10917	9.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	99476	90.1%
1	10917	9.9%

soil_type_24
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	106382
1	4011

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	106382	96.4%
1	4011	3.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	106382	96.4%
1	4011	3.6%

Most occurring characters

Value	Count	Frequency (%)
0	106382	96.4%
1	4011	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	106382	96.4%
1	4011	3.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	106382	96.4%
1	4011	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	106382	96.4%
1	4011	3.6%

soil_type_25
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110306
1	87

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110306	99.9%
1	87	0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110306	99.9%
1	87	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	110306	99.9%
1	87	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110306	99.9%
1	87	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110306	99.9%
1	87	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110306	99.9%
1	87	0.1%

soil_type_26
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	109881
1	512

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	109881	99.5%
1	512	0.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	109881	99.5%
1	512	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	109881	99.5%
1	512	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	109881	99.5%
1	512	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	109881	99.5%
1	512	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	109881	99.5%
1	512	0.5%

soil_type_27
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110161
1	232

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110161	99.8%
1	232	0.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110161	99.8%
1	232	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	110161	99.8%
1	232	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110161	99.8%
1	232	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110161	99.8%
1	232	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110161	99.8%
1	232	0.2%

soil_type_28
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110202
1	191

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110202	99.8%
1	191	0.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110202	99.8%
1	191	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	110202	99.8%
1	191	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110202	99.8%
1	191	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110202	99.8%
1	191	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110202	99.8%
1	191	0.2%

soil_type_29
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	88417
1	21976

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	88417	80.1%
1	21976	19.9%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	88417	80.1%
1	21976	19.9%

Most occurring characters

Value	Count	Frequency (%)
0	88417	80.1%
1	21976	19.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	88417	80.1%
1	21976	19.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	88417	80.1%
1	21976	19.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	88417	80.1%
1	21976	19.9%

soil_type_30
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	104713
1	5680

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	104713	94.9%
1	5680	5.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	104713	94.9%
1	5680	5.1%

Most occurring characters

Value	Count	Frequency (%)
0	104713	94.9%
1	5680	5.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	104713	94.9%
1	5680	5.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	104713	94.9%
1	5680	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	104713	94.9%
1	5680	5.1%

soil_type_31
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	105479
1	4914

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	105479	95.5%
1	4914	4.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	105479	95.5%
1	4914	4.5%

Most occurring characters

Value	Count	Frequency (%)
0	105479	95.5%
1	4914	4.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	105479	95.5%
1	4914	4.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	105479	95.5%
1	4914	4.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	105479	95.5%
1	4914	4.5%

soil_type_32
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	100383
1	10010

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	100383	90.9%
1	10010	9.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	100383	90.9%
1	10010	9.1%

Most occurring characters

Value	Count	Frequency (%)
0	100383	90.9%
1	10010	9.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	100383	90.9%
1	10010	9.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	100383	90.9%
1	10010	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	100383	90.9%
1	10010	9.1%

soil_type_33
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	101685
1	8708

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	101685	92.1%
1	8708	7.9%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	101685	92.1%
1	8708	7.9%

Most occurring characters

Value	Count	Frequency (%)
0	101685	92.1%
1	8708	7.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	101685	92.1%
1	8708	7.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	101685	92.1%
1	8708	7.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	101685	92.1%
1	8708	7.9%

soil_type_34
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110087
1	306

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110087	99.7%
1	306	0.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110087	99.7%
1	306	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	110087	99.7%
1	306	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110087	99.7%
1	306	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110087	99.7%
1	306	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110087	99.7%
1	306	0.3%

soil_type_35
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110021
1	372

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110021	99.7%
1	372	0.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110021	99.7%
1	372	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	110021	99.7%
1	372	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110021	99.7%
1	372	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110021	99.7%
1	372	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110021	99.7%
1	372	0.3%

soil_type_36
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110374
1	19

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110374	> 99.9%
1	19	< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110374	> 99.9%
1	19	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	110374	> 99.9%
1	19	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110374	> 99.9%
1	19	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110374	> 99.9%
1	19	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110374	> 99.9%
1	19	< 0.1%

soil_type_37
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	110337
1	56

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	110337	99.9%
1	56	0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	110337	99.9%
1	56	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	110337	99.9%
1	56	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110337	99.9%
1	56	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	110337	99.9%
1	56	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	110337	99.9%
1	56	0.1%

soil_type_38
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	107451
1	2942

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	107451	97.3%
1	2942	2.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	107451	97.3%
1	2942	2.7%

Most occurring characters

Value	Count	Frequency (%)
0	107451	97.3%
1	2942	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	107451	97.3%
1	2942	2.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	107451	97.3%
1	2942	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	107451	97.3%
1	2942	2.7%

soil_type_39
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	107886
1	2507

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	107886	97.7%
1	2507	2.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	107886	97.7%
1	2507	2.3%

Most occurring characters

Value	Count	Frequency (%)
0	107886	97.7%
1	2507	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	107886	97.7%
1	2507	2.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	107886	97.7%
1	2507	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	107886	97.7%
1	2507	2.3%

soil_type_40
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

0	108698
1	1695

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	110393
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	108698	98.5%
1	1695	1.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	108698	98.5%
1	1695	1.5%

Most occurring characters

Value	Count	Frequency (%)
0	108698	98.5%
1	1695	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	110393	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	108698	98.5%
1	1695	1.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	110393	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	108698	98.5%
1	1695	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	108698	98.5%
1	1695	1.5%

class
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	862.6 KiB

Lodgepole_Pine	51682
Spruce_Fir	38906
Ponderosa_Pine	7375
Krummholz	4508
Douglas_fir	3969
Other values (2)	3953

Length

Max length	17
Median length	14
Mean length	12.10151006
Min length	5

Characters and Unicode

Total characters	1335922
Distinct characters	29
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Lodgepole_Pine
2nd row	Spruce_Fir
3rd row	Spruce_Fir
4th row	Douglas_fir
5th row	Douglas_fir

Common Values

Value	Count	Frequency (%)
Lodgepole_Pine	51682	46.8%
Spruce_Fir	38906	35.2%
Ponderosa_Pine	7375	6.7%
Krummholz	4508	4.1%
Douglas_fir	3969	3.6%
Aspen	2614	2.4%
Cottonwood_Willow	1339	1.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
lodgepole_pine	51682	46.8%
spruce_fir	38906	35.2%
ponderosa_pine	7375	6.7%
krummholz	4508	4.1%
douglas_fir	3969	3.6%
aspen	2614	2.4%
cottonwood_willow	1339	1.2%

Most occurring characters

Value	Count	Frequency (%)
e	211316	15.8%
o	133286	10.0%
_	103271	7.7%
i	103271	7.7%
r	93664	7.0%
p	93202	7.0%
n	70385	5.3%
P	66432	5.0%
l	62837	4.7%
d	60396	4.5%
Other values (19)	337862	25.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1022956	76.6%
Uppercase Letter	209695	15.7%
Connector Punctuation	103271	7.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	211316	20.7%
o	133286	13.0%
i	103271	10.1%
r	93664	9.2%
p	93202	9.1%
n	70385	6.9%
l	62837	6.1%
d	60396	5.9%
g	55651	5.4%
u	47383	4.6%
Other values (9)	91565	9.0%

Uppercase Letter

Value	Count	Frequency (%)
P	66432	31.7%
L	51682	24.6%
F	38906	18.6%
S	38906	18.6%
K	4508	2.1%
D	3969	1.9%
A	2614	1.2%
C	1339	0.6%
W	1339	0.6%

Connector Punctuation

Value	Count	Frequency (%)
_	103271	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1232651	92.3%
Common	103271	7.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	211316	17.1%
o	133286	10.8%
i	103271	8.4%
r	93664	7.6%
p	93202	7.6%
n	70385	5.7%
P	66432	5.4%
l	62837	5.1%
d	60396	4.9%
g	55651	4.5%
Other values (18)	282211	22.9%

Common

Value	Count	Frequency (%)
_	103271	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1335922	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	211316	15.8%
o	133286	10.0%
_	103271	7.7%
i	103271	7.7%
r	93664	7.0%
p	93202	7.0%
n	70385	5.3%
P	66432	5.0%
l	62837	4.7%
d	60396	4.5%
Other values (19)	337862	25.3%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Matrix

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	elevation	aspect	slope	horizontal_distance_to_hydrology	Vertical_Distance_To_Hydrology	Horizontal_Distance_To_Roadways	Horizontal_Distance_To_Fire_Points	wilderness_area1	wilderness_area2	wilderness_area3	wilderness_area4	soil_type_6	soil_type_9	soil_type_10	soil_type_12	soil_type_23	soil_type_29	soil_type_31	soil_type_38	class
0	2754	146	5	150	2	1790	700	1	0	0	0	0	0	0	1	0	0	0	0	Lodgepole_Pine
1	3219	21	8	67	-1	2869	1825	0	0	1	0	0	0	0	0	0	0	1	0	Spruce_Fir
2	2965	337	16	42	7	4288	324	1	0	0	0	0	0	0	0	0	1	0	0	Spruce_Fir
3	2368	14	15	150	65	1006	812	0	0	0	1	0	0	1	0	0	0	0	0	Douglas_fir
4	2366	165	3	390	156	1165	582	0	0	0	1	1	0	0	0	0	0	0	0	Douglas_fir
5	3106	267	5	42	1	3716	1027	1	0	0	0	0	0	0	0	1	0	0	0	Spruce_Fir
6	2568	90	4	212	23	470	1290	1	0	0	0	0	1	0	0	0	0	0	0	Lodgepole_Pine
7	3001	28	15	446	3	4365	3017	1	0	0	0	0	0	0	0	1	0	0	0	Lodgepole_Pine
8	3341	133	15	638	135	466	242	0	1	0	0	0	0	0	0	0	0	0	1	Spruce_Fir
9	3098	24	20	150	2	2506	700	0	0	1	0	0	0	0	0	1	0	0	0	Spruce_Fir

Last rows

	elevation	aspect	slope	horizontal_distance_to_hydrology	Vertical_Distance_To_Hydrology	Horizontal_Distance_To_Roadways	Horizontal_Distance_To_Fire_Points	wilderness_area4	soil_type_1	soil_type_2	soil_type_3	soil_type_4	soil_type_6	soil_type_11	class
110383	2262	45	4	0	0	1271	604	1	0	0	1	0	0	0	Cottonwood_Willow
110384	2393	103	18	277	152	417	1894	1	0	0	0	0	1	0	Cottonwood_Willow
110385	2374	131	20	362	177	750	1598	1	0	0	0	0	1	0	Cottonwood_Willow
110386	2149	108	37	124	77	646	42	1	0	0	1	0	0	0	Cottonwood_Willow
110387	2063	120	13	0	0	933	192	1	1	0	0	0	0	0	Cottonwood_Willow
110388	2314	237	17	390	20	1242	815	1	0	1	0	0	0	0	Cottonwood_Willow
110389	2288	184	4	0	0	201	433	1	0	0	0	0	0	1	Cottonwood_Willow
110390	2232	141	32	85	51	1188	1104	1	0	0	1	0	0	0	Cottonwood_Willow
110391	2221	163	27	0	0	738	417	1	0	0	0	1	0	0	Cottonwood_Willow
110392	2221	150	33	170	101	1082	474	1	0	0	1	0	0	0	Cottonwood_Willow

Most frequently occurring

	elevation	aspect	slope	horizontal_distance_to_hydrology	Vertical_Distance_To_Hydrology	Horizontal_Distance_To_Roadways	Horizontal_Distance_To_Fire_Points	wilderness_area1	wilderness_area2	wilderness_area3	wilderness_area4	soil_type_1	soil_type_4	soil_type_10	soil_type_11	soil_type_22	soil_type_24	soil_type_32	soil_type_40	class	# duplicates
229	2185	320	27	170	96	785	953	0	0	0	1	0	0	1	0	0	0	0	0	Douglas_fir	5
1245	2543	129	24	162	-6	1412	1218	0	0	1	0	0	1	0	0	0	0	0	0	Ponderosa_Pine	5
2643	2724	175	17	212	111	2115	446	0	0	1	0	0	1	0	0	0	0	0	0	Ponderosa_Pine	5
4697	2880	49	9	745	80	2185	1044	0	0	1	0	0	0	0	1	0	0	0	0	Lodgepole_Pine	5
7585	3005	43	17	124	1	1355	1084	0	0	1	0	0	0	0	0	0	1	0	0	Spruce_Fir	5
8449	3040	200	15	42	2	1510	2393	0	0	1	0	0	0	0	0	1	0	0	0	Spruce_Fir	5
14345	3400	183	14	162	45	2333	3390	0	1	0	0	0	0	0	0	0	0	1	0	Spruce_Fir	5
14347	3401	152	12	408	115	2242	2227	0	0	1	0	0	0	0	0	0	0	0	1	Spruce_Fir	5
14610	3650	59	19	1082	395	2560	1231	1	0	0	0	0	0	0	0	0	0	0	1	Spruce_Fir	5
74	2057	55	29	170	92	212	90	0	0	0	1	1	0	0	0	0	0	0	0	Ponderosa_Pine	4

Overview

Variables

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII